A Unified Link Prediction Framework for Predicting Arbitrary Relations in Heterogeneous Academic Networks

Most of the existing link prediction methods for heterogeneous academic networks can only predict one or two specific relation types rather than arbitrary relation types. Although several recently proposed methods have involved multi-relational prediction problems, they do not comprehensively consid...

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Veröffentlicht in:	IEEE access 2019, Vol.7, p.124967-124987
Hauptverfasser:	Lu, Meilian, Wei, Xudan, Ye, Danna, Dai, Yinlong
Format:	Artikel
Sprache:	eng
Schlagworte:	Feature extraction Heterogeneous academic networks link prediction Manuals meta-path Networks Performance prediction Prediction models Predictive models random walk Search problems Semantics similarity measure Task analysis
Online-Zugang:	Volltext
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